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Hi!
I am currently conducting research on a topic related to Autosklearn 2. For one of my experiments, I would like to evaluate the performance of your portfolios, outside of the context of the Aut…
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Currently `IterativeAlgorithm` logging outputs `n pipelines ready for search` in the logger when running `AutoMLSearch`. However, `DefaultAlgorithm` does not have such output. There could be more plac…
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happens on recent version of mljar. (0.11.3)
relevant details :
Translated Report (Full Report Below)
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Process: python3.8 [36912]
Pat…
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- Since `orca.automl` is used for customized model for any area, while most of the metrics in `orca.automl.metrics` is designed and optimized for time series tasks.
- The built-in metrics in `orca.au…
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Let's use this issue as a placeholder for Katib 0.18 roadmap.
We will discuss the items on the upcoming [AutoML WG calls](https://bit.ly/2PWVCkV).
- HP Optimization API for LLMs
- Push-based metr…
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When installing with pip using `pip install git+https://github.com/automl/DeepCAVE.git` I get `ERROR: Package 'deepcave' requires a different Python: 3.11.7 not in '=3.9'`. I am not familiar with the …
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I think it would be interesting to add a feature to export the best model with a scikit-learn wrapper. This would allow integrating the best AutoML model into a scikit-learn workflow.
I think most of…
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We should add a section about re-running AutoML with a new seed on the same project. Note: must set `keep_cross_validation_predictions = TRUE` if we want to get Stacked Ensembles on the second run th…
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Excuse me, Mr. Gyorgy Kovacs,I was using your Github code to reproduce the paper, the following problems were encountered:
from maweight.mltoolkit.automl import R2_score, RMSE_score
ModuleNotF…
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Hello,
When using CatBoostClassifier as the final estimator in FLAML's automl ensemble configuration, are the parameters of final_estimator - CatBoostClassifier() - automatically tuned, or do they d…